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DEFACTO dataset and benchmarks · SOTA2 Research

Research Datasets

DEFACTO

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Pixel-level Manipulation Detection

DEFACTO 12k

61.8F1 Score

32

Image-level manipulation detection

DEFACTO 12k

78.3AUC

26

Summary Editing

DEFACTO (test)

47.35R1

8

Image Forgery Classification

DEFACTO

84.7Accuracy

7

Forgery Detection

Defacto-12k

41.6F1 Score

5

Image Manipulation Detection

DEFACTO 12k (test)

20.5Com-F1

5

Region-level faithfulness analysis

DeFacto 1.5K (test)

21.5Mislocalized & Wrong Rate

3

Popular tasks

Forgery Detection Image Manipulation Detection Image-level manipulation detection Pixel-level Manipulation Detection Summary Editing

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